The silence of her house was broken only by the ticking of the grandfather clock in the hallway. It was a rhythmic reminder of the passage of time, a time that seemed to be moving at a torturously slow pace.

A delivery person arrived with a delicate posy of forget-me-nots. She stared at them, the small blue blossoms seeming to pierce her already fragile composure. No note accompanied them.

She placed the flowers on the mantelpiece, their delicate beauty doing nothing to soothe the tightness in her chest. She wondered if the person who sent them had any idea of the turmoil she was in.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229